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Linlin Xu
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Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study
L Wang, KA Scott, L Xu, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 54 (8), 4524-4533, 2016
1582016
A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery
L Xu, J Li, A Brenning
Remote Sensing of Environment 141, 14-23, 2014
1442014
Detecting global urban expansion over the last three decades using a fully convolutional network
L He, C., Liu, Z., Gou, S., Zhang, Q., Zhang, J., & Xu
Environmental Research Letters, 2018
82*2018
SAR Image Denoising via Clustering-Based Principal Component Analysis
L Xu, J Li, Y Shu, J Peng
IEEE Transactions on Geoscience and Remote Sensing 52 (11), 6858-6869, 2014
732014
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields
F Li, L Xu, P Siva, A Wong, D Clausi
IEEE Journal of Selected Topics in Applied Earth observations and Remote …, 2015
582015
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation
F Li, DA Clausi, L Xu, A Wong
IEEE Transactions on Geoscience and Remote Sensing 56 (1), 3 - 16, 2017
512017
A hybrid CNN-GRU model for predicting soil moisture in maize root zone
J Yu, X Zhang, L Xu, J Dong, L Zhangzhong
Agricultural Water Management 245, 106649, 2021
382021
Bayesian Classification of Hyperspectral Imagery Based on Probabilistic Sparse Representation and Markov Random Field
L Xu, J Li
IEEE Geoscience and Remote Sensing Letters 11 (4), 823 - 827, 2014
342014
Hyperspectral Image Denoising Using a Spatial–Spectral Monte Carlo Sampling Approach
L Xu, F Li, A Wong, D Clausi
IEEE Journal of Selected Topics on Applied Earth Observations and Remote …, 2015
292015
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast
W Tan, J Li, L Xu, MA Chapman
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
272018
Oil Spill Candidate Detection From SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model
L Xu, M Shafiee, A Wong, F Li, L Wang, D Clausi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
262015
Assessment of machine learning classifiers for global lake ice cover mapping from MODIS TOA reflectance data
Y Wu, CR Duguay, L Xu
Remote Sensing of Environment 253, 112206, 2021
242021
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction
L Xu, A Wong, F Li, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 54 (2), 1118 - 1130, 2015
232015
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field
Y Fang, L Xu, J Peng, H Yang, A Wong, DA Clausi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
222018
A Novel Bayesian Spatial–Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery
L Xu, A Wong, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 55 (9), 4913-4924, 2017
222017
Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty
L Xu, DA Clausi, F Li, A Wong
IEEE Transactions on Geoscience and Remote Sensing 55 (3), 1424-1436, 2016
202016
Contextual Classification of Sea-Ice Types Using Compact Polarimetric SAR Data
M Ghanbari, DA Clausi, L Xu, M Jiang
IEEE Transactions on Geoscience and Remote Sensing 57 (10), 7476-7491, 2019
192019
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval
Y Cao, Y Wang, J Peng, L Zhang, L Xu, K Yan, L Li
IEEE Transactions on Geoscience and Remote Sensing 58 (12), 8888-8904, 2020
172020
Exploring the Potential of Active Learning for Automatic Identification of Marine Oil Spills Using 10-Year (2004–2013) RADARSAT Data
Y Cao, L Xu, D Clausi
Remote Sensing 9 (10), 1041, 2017
152017
Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning
F Li, L Xu, A Wong, DA Clausi
IEEE Geoscience and Remote Sensing Letters 12 (12), 2486-2490, 2015
152015
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